Machines and Mathematical Mutations: Using GNNs to Characterize Quiver Mutation Classes

Jesse He; Helen Jenne; Herman Chau; Davis Brown; Mark Raugas; Sara C. Billey; Henry Kvinge

2025 ICML ICML 2025

Machines and Mathematical Mutations: Using GNNs to Characterize Quiver Mutation Classes

Abstract

No abstract available. No abstract was captured for this paper when its proceedings were scraped - most often an older edition published without one online. How the corpus is built.

Authors

Jesse He, Helen Jenne, Herman Chau, Davis Brown, Mark Raugas, Sara C. Billey, Henry Kvinge

Topics

Artificial Intelligence > Core AI > Interpretability Machine Learning > Application Areas > Domain Adaptation Deep Learning > Architectures > Graph Neural Networks

Keywords

explainability technique graph neural network abstract rule mutation equivalence quiver mutation type d

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